AI agents for marketing: 5 ways to save time in 2025

The rise of autonomous AI and AI agents offers unprecedented opportunities for SMEs in digital marketing and e-commerce. Where AI tools used to be mainly supportive, we are now seeing more and more "autonomous" applications: systems that independently make decisions, learn, and perform actions. How can you, as a smart entrepreneur, get started with this? In this article, you will discover practical examples, concrete tools, and how you can quickly gain an advantage with ClickForest.

Summary
  • Autonomous revolution: AI agents independently perform marketing tasks, learn and optimize continuously
  • 5 application domains: Ad optimization, conversation automation, personalized emails, content creation, e-commerce personalization
  • Measurable impact: 25-40% higher conversions, 30-50% time savings, 10-20% increase in turnover
  • SME-accessible: Start lean with one domain, proven tools via Make.com/Zapier integrations
  • Future trends: Multi-agent systems, low-code integrations, AI co-pilots and hyper-personalization

What exactly are autonomous AI and AI agents?

Autonomous AI refers to systems that perform tasks completely independently, based on pre-set objectives and continuous self-learning algorithms. An AI agent is a digital entity that autonomously takes actions in an environment, often with a clear mission ("maximize conversions", "optimize content", ...).

Previously, marketers had to constantly tweak and adjust things themselves. Today, AI agents can:

  • Set up and adjust A/B tests

  • Optimize campaigns on ROAS or CPA

  • Send personalized emails and content

  • Automatically update product recommendations

  • Guiding conversation flows in chatbots

We've known for some time that AI would fundamentally change how consumers approach online shopping, but it's now clear that we're no longer talking about the future.
— Bloomreach Research Team, Consumer Shopping Behavior
Source: CX Dive - AI rapidly changing consumer shopping behavior

5 areas where you can implement autonomous AI today

1. Ad optimization

Most SMEs are already using Performance Max in Google Ads, but that's just the beginning. Modern AI agents (such as Madgicx, Kua.ai, AdCreative.ai) take it a step further:

  • Automatically redistribute budget across campaigns based on performance

  • A/B test creatives without human intervention

  • Provide recommendations for targeting

  • Predictive analysis of conversion opportunities

Read also: Performance marketing in the AI era

2. Conversational automation and sales via chat

AI chatbots are evolving into autonomous sales agents. Tools like Drift, Intercom Fin AI, and ChatGPT-custom agents:

  • Detect in real time what a visitor is looking for

  • Guide the conversation towards conversion

  • Can make personalized offers

  • Learning based on interactions

The majority of consumers surveyed - 61% - have used general AI tools to help them shop online, with more than half reporting that their search habits have become more conversational.
— Bloomreach & Propeller Insights, AI Shopping Survey
Source: CX Dive - AI Consumer Shopping Research

3. Personalized emails and content flows

AI agents can independently manage email campaigns using tools like Rasa.io, Seventh Sense, or Flowrite. Specifically:

  • Automatically personalize based on behavior and segment

  • Optimize sending schedule per individual

  • A/B testing of subject lines and content

  • Build fully automated nurture flows

Read also: Lead generation & follow-up

4. Content creation and optimization

Autonomous AI-powered tools like Jasper, Copy.ai, and Frase.io can:

  • Independently generate content around trending topics

  • Apply SEO optimization based on SERP analysis

  • Automatically update and rewrite old content

  • Create multilingual versions for internationalization

Companies should use AI to improve the existing consumer journey rather than fundamentally changing it, as customer experience leaders must meet the rapidly evolving needs of consumers.
— CX Dive Expert Panel, Customer Experience Research
Source: CX Dive - AI Customer Experience Best Practices

Read also: Combining AI and SEO

5. E-commerce personalization and recommendations

In e-commerce, AI agents can:

  • Adjust product recommendations in real time

  • Automatically push seasonal offers

  • Autonomously adjust customer segments

  • Optimize inventory and price adjustments based on demand

Tools like Recombee, Crossing Minds, and Shopify Magic are making this accessible to SMEs today.

Read also: AI and Shopify: smart apps and automations

How to use autonomous AI and AI agents without the complexity?

Many SMEs think this technology is for large companies. Nothing could be further from the truth. The key? Start lean:

  • 1. Start with one domain (e.g., email, chat, content, or advertising)

  • 2. Use proven tools with integration options (e.g. Make.com, Zapier, native Shopify apps)

  • 3. Monitor results and adjust accordingly

  • 4. Gradually automate more processes

AI-powered automation of your entire marketing funnel, from lead generation to conversion, is now perfectly achievable for SMEs.

93% of respondents said it is important for e-commerce websites to understand conversational searches, as search behavior becomes more natural and question-based.
— Bloomreach Consumer Research, E-commerce Search Study
Source: CX Dive - Conversational Search Research

What are the benefits for your marketing?

International benchmarks show:

  • +25-40% higher conversion rates with AI-optimized emails

  • -30-50% time savings in campaign management

  • +10-20% revenue increase with personalized recommendations

  • +15-30% more qualified leads through AI chat agents

SMEs can significantly enhance their AI lead generation with AI-powered chatbots and personalized flows, resulting in more qualified leads and lower acquisition costs.

Read also: Top AI tools for marketers

Pitfalls to avoid

While the possibilities are vast, there are also points to consider:

  • Don't accept a black box → choose tools that show you AI decisions transparently

  • Maintain human oversight → AI agents can learn, but human judgment remains crucial

  • Respect data privacy → ensure you are GDPR compliant

  • Don't just rely on AI → AI enhances your strategy; it isn't a strategy in itself.

Mini case study: how a ClickForest client automated 3 processes

A ClickForest client (Shopify fashion webshop) gradually implemented autonomous AI:

  1. AI-powered emails increased the open rate by 32%

  2. AI chatbot generated 18% of sales without human support

  3. AI-powered ad optimization lowered CPA by 27% in Meta Ads

The investment was fully recouped within 3 months.

Read also: AI for growth

What does the future hold?

The upcoming evolutions we anticipate:

  • Multi-agent systems: AI agents that collaborate (e.g., chatbot + email agent + ad agent)

  • More low-code integrations: easier combination with existing tools

  • AI co-pilots in marketing tools: each tool gets its own smart assistant

  • Hyper-personalized customer journeys: AI adjusts flows in real time for each visitor

Organizations that use AI automation tools save an average of 2.5 hours per employee per day while improving output quality by 35%.
— Team-GPT Research Team, Productivity Analysis
Source: Team-GPT - AI Tools for Productivity Study

In summary

Autonomous AI and AI agents offer tremendous opportunities for digital marketing and e-commerce. SMEs can already:

  • Generate more leads with AI-powered chat and email

  • Increase conversions with autonomous ad optimization

  • Automate content creation and SEO

  • Smartly expand personalization in their online store

Want to know how to implement this specifically for your business? With ClickForest's AI audit for SMEs, we precisely map out where autonomous AI can already make an impact on your marketing today. With our AI audit checklist, you'll quickly discover which autonomous AI tools and AI agents will have the most impact on your marketing and e-commerce.

👉 Ready to boost your marketing with smart AI agents?Request your free audit and discover your AI potential.

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Frequently asked questions about AI Agents

  • Autonomous AI refers to systems that independently perform marketing tasks and learn from results, without manual guidance.

  • An AI agent is a digital entity that performs marketing actions, such as optimizing campaigns, creating personalized content, or following up on leads.

  • Certainly. With tools like Make, Zapier, and specialized AI platforms, SMEs can also autonomously implement AI without significant IT complexity.

  • Popular applications include email marketing, ad optimization, chatbots, personalized content, and product recommendations.

  • That's possible, provided you use tools that respect data privacy and offer transparency about AI decisions.

  • Higher conversions, lower cost per acquisition, time savings in marketing flows, and improved customer experience.

  • Not necessarily. Many tools offer low-entry subscriptions and pay-as-you-go models suitable for SMEs.

  • Start with one area (e.g., chat or email), test results, and gradually expand.

  • Absolutely. AI agents enhance your marketing, but human oversight remains necessary for strategy and ethics.

  • Multi-agent systems, where different AIs collaborate to manage personalized customer journeys completely autonomously.

Sources and references

AI agents market statistics and growth

AI marketing trends and applications

Marketing automation ROI and performance

AI tools and business productivity

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